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researcher

Karolina Z. Socha

2 papers hereh-index 9669 citations27 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • q-bio.NC1

identity via Semantic Scholar / OpenAlex

most citedCharacterizing the nonlinear structure of shared variability in cortical neuron populations using latent variable models

1 citations · 1 across the 1 of their papers we have counts for

collaborators

2 papers

cs.LG2026

BrainWideBench: Benchmarking large-scale pretraining and across-animal transfer in multi-region neural recordings

Alexandre Andre, Shivashriganesh P. Mahato, Vinam Arora +39

Advances in large-scale neural recording have made it possible to collect data across many animals and distributed brain regions, raising the question of whether this scale can be…

q-bio.NC2019★ 1 cited

Characterizing the nonlinear structure of shared variability in cortical neuron populations using latent variable models

Matthew R Whiteway, Karolina Socha, Vincent Bonin +1

Sensory neurons often have variable responses to repeated presentations of the same stimulus, which can significantly degrade the stimulus information contained in those responses.…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.